{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"89005c315e30","filters":{"venue":"Obesity Medicine"}},"results":[{"id":"W3024363383","doi":"10.1016/j.obmed.2020.100255","title":"COVID-19: How the quarantine could lead to the depreobesity","year":2020,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Fleurimont","funders":"","keywords":"Quarantine; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Globe; Pandemic; Lead (geology); Coronavirus; Environmental health; Depression (economics); Virology; Intensive care medicine; Internal medicine; Infectious disease (medical specialty); Pathology","authors":[{"name":"Mohamed Mediouni","is_ca":true},{"name":"Riadh Madiouni","is_ca":false},{"name":"Karolina Elżbieta Kaczor‐Urbanowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1393388806766238,"gpt":0.4193010330374173,"spread":0.2799621523607935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00117927,0.000224011,0.000359403,0.00004506983,0.0005367503,0.00001699924,0.0007116098,0.0001036211,0.002412387],"category_scores_gemma":[0.001355341,0.0001166796,0.00007892582,0.0005565997,0.0002749688,0.00003751187,0.000150881,0.0005013273,0.001027027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794808,"about_ca_system_score_gemma":0.0003418222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005641674,"about_ca_topic_score_gemma":0.002127124,"domain_scores_codex":[0.9979116,0.0003680045,0.0002633845,0.000496238,0.0004743609,0.0004864536],"domain_scores_gemma":[0.9974927,0.0007017927,0.0001081847,0.0007408509,0.00004906911,0.0009073639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004469091,0.0001926006,0.0571799,0.0002068642,0.00006306713,0.00009902494,0.0284602,0.00001114481,0.0004618393,0.004742438,0.8996483,0.008487699],"study_design_scores_gemma":[0.001570013,0.0008030953,0.07881819,0.00002706062,0.00007683724,0.00002997116,0.00500399,0.00008295107,0.00007746563,0.000102618,0.9132507,0.0001570771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2108111,0.001281172,0.007193565,0.7739874,0.001044307,0.001020825,0.00002610533,0.0001551908,0.004480431],"genre_scores_gemma":[0.7530673,0.00006246592,0.00002166192,0.2426481,0.001265155,0.00003823081,0.00001532508,0.00001659801,0.002865156],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5422562,"threshold_uncertainty_score":0.9997508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121037727","doi":"10.1016/j.obmed.2020.100312","title":"Friend or foe? ACE2 inhibitors and GLP-1R agonists in COVID-19 treatment","year":2021,"lang":"en","type":"review","venue":"Obesity Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Coronavirus disease 2019 (COVID-19); Obesity; Pandemic; Type 2 diabetes; Angiotensin-converting enzyme 2; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Coronavirus; Viral replication; Virus; Drug; Pharmacology; Disease; Virology; Endocrinology; Infectious disease (medical specialty)","authors":[{"name":"Juan Pang","is_ca":true},{"name":"Mingyao Liu","is_ca":true},{"name":"Wenhua Ling","is_ca":false},{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1875340442136032,"gpt":0.5259942405753399,"spread":0.3384601963617367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001793065,0.0008839093,0.006126241,0.0006335379,0.0002512249,0.00004067133,0.0002496711,0.0005958125,0.001035952],"category_scores_gemma":[0.07744202,0.0005109293,0.0004759578,0.001260499,0.001232281,0.00006661267,0.00055092,0.001094042,0.0000617667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876865,"about_ca_system_score_gemma":0.006597926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024156,"about_ca_topic_score_gemma":0.001321131,"domain_scores_codex":[0.9945362,0.0006146769,0.001510974,0.001395136,0.001118373,0.000824618],"domain_scores_gemma":[0.9837016,0.01307469,0.0003726874,0.001055911,0.0001881577,0.00160689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002167892,0.0009352979,0.001357308,0.06843778,0.0007693241,0.007880351,0.001054539,3.110319e-7,0.00000153795,0.00007107285,0.008091104,0.9111846],"study_design_scores_gemma":[0.004714771,0.002016656,0.0002091137,0.04343869,0.001840814,0.00009988274,0.000222395,0.000004489576,0.000001491492,0.00003227725,0.9470567,0.0003627727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002222621,0.9835201,0.00002725481,0.01252365,0.0003728896,0.002812165,0.00005552328,0.00008590452,0.0003802551],"genre_scores_gemma":[0.0001867831,0.9905973,0.0001066612,0.00166036,0.001185458,0.0003357279,0.000306883,0.0000739721,0.005546871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9389656,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790003481","doi":"10.1016/j.obmed.2018.02.001","title":"OASIS: The Obesity Awareness and Insight Scale","year":2018,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; National Institutes of Health; Centre for Addiction and Mental Health","keywords":"Medicine; Scale (ratio); Obesity; Environmental health; Internal medicine; Cartography","authors":[{"name":"Philip Gerretsen","is_ca":true},{"name":"Julia Kim","is_ca":true},{"name":"Parita Shah","is_ca":true},{"name":"Lena C. Quilty","is_ca":true},{"name":"Thushanthi Balakumar","is_ca":true},{"name":"Fernando Caravaggio","is_ca":true},{"name":"Eric Plitman","is_ca":true},{"name":"Jun Ku Chung","is_ca":true},{"name":"Yusuke Iwata","is_ca":true},{"name":"Bruce G. Pollock","is_ca":true},{"name":"Satya Dash","is_ca":true},{"name":"Sanjeev Sockalingam","is_ca":true},{"name":"Ariel Graff‐Guerrero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08240016814726144,"gpt":0.4496849252804599,"spread":0.3672847571331985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002886101,0.0002098494,0.000445147,0.00009686537,0.004630689,0.00001085805,0.0003258585,0.0002758951,0.005066375],"category_scores_gemma":[0.0007259008,0.0001252436,0.00003031725,0.0003531598,0.0009090344,0.0002869953,0.000274303,0.0009824543,0.001601838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008013486,"about_ca_system_score_gemma":0.0002996104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641962,"about_ca_topic_score_gemma":0.01033959,"domain_scores_codex":[0.9969597,0.001083777,0.000518147,0.0003942975,0.0004246096,0.0006194729],"domain_scores_gemma":[0.9968647,0.00155327,0.0003154813,0.0005979637,0.0003522259,0.0003163086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001692776,0.0001860583,0.8681738,0.0007783281,0.00003282384,0.000009489831,0.02837206,7.271339e-8,0.0001428158,0.002861818,0.09747401,0.001799435],"study_design_scores_gemma":[0.0009990301,0.0003275542,0.6711887,0.000616088,0.0000903517,0.000008029309,0.007683218,0.0000566153,0.00006661287,0.001149125,0.3176728,0.0001418509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8997379,0.001560282,0.0002639185,0.03542913,0.001728148,0.0007894851,0.00000813857,0.0001429871,0.06034003],"genre_scores_gemma":[0.9772746,0.001297535,0.0001573593,0.01271795,0.003665686,0.00004647408,0.00001135814,0.00002128882,0.004807771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201988,"threshold_uncertainty_score":0.9991755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321201232","doi":"10.1016/j.obmed.2023.100483","title":"Tirzepatide, a new class of incretin-based drug for diabetes","year":2023,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; U.S. Food and Drug Administration; Juvenile Diabetes Research Foundation Canada; Eli Lilly and Company","keywords":"Medicine; Dyslipidemia; Diabetes mellitus; Obesity; Weight loss; Internal medicine; Type 2 diabetes; Pediatrics; Endocrinology","authors":[{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01997206219297698,"gpt":0.2746783828237384,"spread":0.2547063206307614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004611744,0.0001666425,0.0005291453,0.0002801083,0.00004434102,0.000003393841,0.0001008094,0.00003930667,0.0002437394],"category_scores_gemma":[0.0003604435,0.00012506,0.0001157151,0.0004792534,0.0001049175,0.00003035182,0.00004094388,0.0000636862,0.00007268378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004754643,"about_ca_system_score_gemma":0.00008222829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125077,"about_ca_topic_score_gemma":0.00003116568,"domain_scores_codex":[0.9987844,0.00002279612,0.0002960365,0.0002413605,0.0003343904,0.0003210268],"domain_scores_gemma":[0.9989136,0.0003498916,0.0001094178,0.0003372771,0.00009543339,0.0001943797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001807745,0.0002991243,0.3881575,0.001323803,0.0003483146,0.00001979372,0.0003641562,0.00001378626,0.005070615,0.0009719157,0.5887896,0.01446057],"study_design_scores_gemma":[0.03218878,0.004473273,0.5394224,0.003046698,0.003327285,8.426045e-7,0.0005334619,0.01227598,0.05726694,0.002611946,0.3442436,0.0006088001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738989,0.0002426174,0.0001648492,0.01811837,0.0002549273,0.001078375,0.00001300083,0.0002215135,0.006007459],"genre_scores_gemma":[0.9755381,0.00004811234,0.001131214,0.001809699,0.0003628596,0.00007278224,0.0004080509,0.00003272827,0.02059641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.244546,"threshold_uncertainty_score":0.5099798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281293336","doi":"10.1016/j.obmed.2022.100427","title":"Prevalence and factors associated with abdominal obesity among Bangladeshi adults: Evidence from a nationally representative survey","year":2022,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"World Health Organization","keywords":"Medicine; Abdominal obesity; Odds ratio; Overweight; Underweight; Obesity; Demography; Population; Confidence interval; Logistic regression; Waist; Odds; Gerontology; Environmental health; Internal medicine","authors":[{"name":"Rajat Das Gupta","is_ca":false},{"name":"Nowrin Tamanna","is_ca":false},{"name":"Maxwell Akonde","is_ca":false},{"name":"Samuel Gavi","is_ca":false},{"name":"Shams Shabab Haider","is_ca":false},{"name":"Promit Ananyo Chakraborty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03888024802605038,"gpt":0.2929418620292431,"spread":0.2540616140031927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001430915,0.000394124,0.0008532316,0.000161712,0.0004663305,0.00002272407,0.0003211224,0.0001013547,0.001076899],"category_scores_gemma":[0.004754417,0.0003124215,0.00008057749,0.0007468337,0.0007576213,0.0004353571,0.0004217951,0.0009026091,0.000006400887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656478,"about_ca_system_score_gemma":0.0001872808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009176767,"about_ca_topic_score_gemma":0.002533397,"domain_scores_codex":[0.9952963,0.00104046,0.0004171944,0.0009578844,0.001859811,0.0004283238],"domain_scores_gemma":[0.9941798,0.003979612,0.0004096675,0.0005231029,0.0004959361,0.0004118603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000636337,0.003010811,0.9921617,0.0001266243,0.0002497161,0.0001196857,0.002335437,0.00000859007,0.0003045965,0.00002350916,0.0009758653,0.00004715434],"study_design_scores_gemma":[0.002989955,0.00179208,0.9909408,0.00124341,0.0004148042,0.00001017665,0.0008789488,0.0007171226,0.0004921142,0.000204565,0.000006925245,0.0003091038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970615,0.0004422015,0.00004958094,0.0006576403,0.0001451866,0.0009355521,0.0003745547,0.0001236785,0.0002101112],"genre_scores_gemma":[0.9982203,0.00006572807,0.00006414305,0.0002155603,0.000183688,0.00006268956,0.000495339,0.00003790898,0.0006545921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006643371,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205438402","doi":"10.1016/j.obmed.2021.100372","title":"Racial/Ethnic disparities in prevalence and trends of obesity, grade 3 obesity, and abdominal obesity among US adults, 2003-18","year":2021,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obesity; Abdominal obesity; National Health and Nutrition Examination Survey; Ethnic group; Demography; Gerontology; Environmental health; Internal medicine; Metabolic syndrome; Population","authors":[{"name":"Rajat Das Gupta","is_ca":false},{"name":"Promit Ananyo Chakraborty","is_ca":true},{"name":"Gulam Muhammed Al Kibria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02156153215593393,"gpt":0.2916427722146623,"spread":0.2700812400587284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001047499,0.0007234358,0.002113968,0.0005373932,0.0002182922,0.0000357957,0.0003325845,0.0004346127,0.0005333294],"category_scores_gemma":[0.001186362,0.0006697674,0.000172395,0.00188866,0.001937471,0.0005318415,0.0007877896,0.001136667,0.000009594387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002015555,"about_ca_system_score_gemma":0.000192274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101692,"about_ca_topic_score_gemma":0.004834563,"domain_scores_codex":[0.995041,0.0004826869,0.0009995389,0.001288917,0.001264493,0.0009234364],"domain_scores_gemma":[0.9967974,0.0005097552,0.0004047368,0.0009401721,0.0005792835,0.0007686815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294983,0.008320179,0.9808179,0.003527741,0.0001164358,0.0005301049,0.0009182277,0.000001245094,0.001300124,0.0007466623,0.0007735714,0.002718354],"study_design_scores_gemma":[0.005595399,0.001133768,0.9822295,0.002798951,0.000685027,0.0002046835,0.0003138731,0.000417057,0.004746472,0.001245875,0.0000817202,0.0005476316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888723,0.006991525,0.00002638798,0.001101766,0.0003347881,0.000658497,0.00006748672,0.0001063283,0.001840853],"genre_scores_gemma":[0.9919759,0.004234598,0.000307866,0.0003161573,0.0005283258,0.0000308103,0.00008654269,0.0000596362,0.002460169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007186411,"threshold_uncertainty_score":0.9995754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112508058","doi":"10.1016/j.obmed.2020.100315","title":"Prevalence and socioeconomic risk factors of overweight among the under-five children in Bangladesh: A nationwide cross-sectional survey","year":2020,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"UNICEF","keywords":"Overweight; Medicine; Obesity; Socioeconomic status; Cross-sectional study; Environmental health; Childhood obesity; Cluster (spacecraft); Public health; Demography; Pediatrics; Population; Internal medicine","authors":[{"name":"Md. Sabbir Ahmed","is_ca":false},{"name":"Fakir Md Yunus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02208340083948918,"gpt":0.2783829709800716,"spread":0.2562995701405824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007204229,0.0002086787,0.0005011628,0.00007890921,0.0001187725,0.00001352025,0.0001784488,0.000122044,0.0002595925],"category_scores_gemma":[0.0008585391,0.0001438894,0.00007861307,0.000218401,0.0007837158,0.0001830244,0.0001276579,0.0005344567,0.00001366097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010792,"about_ca_system_score_gemma":0.00007230315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740995,"about_ca_topic_score_gemma":0.0005628942,"domain_scores_codex":[0.9982904,0.0002598711,0.0003987493,0.0004293224,0.0004005411,0.0002210833],"domain_scores_gemma":[0.9981656,0.001018998,0.0002667775,0.0002353495,0.0001170524,0.0001962316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006113199,0.0005654745,0.9980811,0.0001033632,0.00009379594,0.000001728241,0.000667194,0.00003680345,0.00009359676,0.0001913706,0.00008506733,0.00001935475],"study_design_scores_gemma":[0.001525323,0.0003647579,0.9964127,0.0000572686,0.00007458425,0.000003784766,0.00007334996,0.0005017031,0.0003490271,0.0005132832,0.000003436689,0.0001207755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979682,0.0001653726,0.00002425518,0.0008510686,0.00008473642,0.0005178828,0.0001224832,0.00003146829,0.0002345234],"genre_scores_gemma":[0.9990335,0.0001478555,0.00001115047,0.0003132767,0.000283606,0.000006250438,0.0000729469,0.00001831936,0.0001131285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003178101,"threshold_uncertainty_score":0.586764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286515299","doi":"10.1016/j.obmed.2022.100440","title":"Epigenetic regulation in energy metabolism: Effects of physiological and dietary factors","year":2022,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Epigenetics; Obesity; Adipokine; Medicine; Gut microbiome; Energy metabolism; Microbiome; Bioinformatics; Endocrinology; Biology; Leptin; Biochemistry; Gene","authors":[{"name":"Pornrutsami Jintaridth","is_ca":false},{"name":"Amandio Vieira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0196822067247095,"gpt":0.2538503972482638,"spread":0.2341681905235543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000193165,0.0001329076,0.0006379519,0.0001563673,0.000074098,7.87626e-7,0.00005281043,0.00003662679,0.0001304631],"category_scores_gemma":[0.0002043661,0.00009301333,0.0000468236,0.0002701035,0.0001776757,0.00002482909,0.0001267306,0.000134517,3.811398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970419,"about_ca_system_score_gemma":0.00001755716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003378705,"about_ca_topic_score_gemma":0.00001471502,"domain_scores_codex":[0.998962,0.0001212963,0.0002396417,0.0002147044,0.000294697,0.0001676478],"domain_scores_gemma":[0.9995094,0.0001441869,0.00007986459,0.0001566901,0.00003160283,0.0000782472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007551693,0.001692442,0.4333021,0.001080451,0.0003515284,0.000136829,0.008797118,0.0000851497,0.516791,0.005113669,0.005293022,0.02660151],"study_design_scores_gemma":[0.001657162,0.0005292646,0.9891374,0.00005693832,0.0001907701,0.000002853957,0.000447075,0.00005274778,0.003967342,0.0007745772,0.003107574,0.00007634347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844756,0.01397613,0.0000313025,0.0004666591,0.0003471787,0.000179686,0.000002189617,0.00001943615,0.0005017752],"genre_scores_gemma":[0.9975383,0.001627881,0.00005857555,0.0002516966,0.0001377664,0.00002302798,0.00003241911,0.000008555576,0.0003217302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558352,"threshold_uncertainty_score":0.3792974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414299027","doi":"10.1016/j.obmed.2025.100650","title":"Evaluating the waist circumference and waist–to–height ratio as most reliable indicators to determine abdominal obesity among adolescents: Findings from a cross-sectional study in Kazakhstan","year":2025,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Overweight; Abdominal obesity; Obesity; Waist; Underweight; Body mass index; Public health; Childhood obesity","authors":[{"name":"A. Ospanova","is_ca":false},{"name":"Aiman Kerimkulova","is_ca":false},{"name":"Vijay Kumar Chattu","is_ca":true},{"name":"Ainur O. Samigatova","is_ca":false},{"name":"А М Маркабаева","is_ca":false},{"name":"Riza Nurpeissova","is_ca":false},{"name":"Meruyert O. Zhakupbekova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03251442614729043,"gpt":0.3553604496868448,"spread":0.3228460235395544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001981731,0.0005053673,0.001006695,0.0005892733,0.0005976867,0.000117285,0.0005070896,0.0001970758,0.000232088],"category_scores_gemma":[0.002636656,0.0003811134,0.00008505893,0.001919166,0.0005038075,0.0002544403,0.0005829197,0.001005111,0.00007322336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023378,"about_ca_system_score_gemma":0.0002998928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007847569,"about_ca_topic_score_gemma":0.002658981,"domain_scores_codex":[0.9955855,0.0002840404,0.0008957223,0.001214141,0.001376166,0.0006444405],"domain_scores_gemma":[0.9974548,0.0006349445,0.0001975433,0.0008622825,0.0003037666,0.0005466364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005623344,0.004296762,0.9883024,0.0001497363,0.00008806119,0.00008770096,0.001436225,0.00001424816,0.003785131,0.0001264016,0.0003532481,0.0007977634],"study_design_scores_gemma":[0.004497611,0.002061096,0.9880009,0.001257907,0.0002562987,0.00001096231,0.0005078274,0.000800636,0.001456527,0.0007926406,0.00004290431,0.0003146608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994361,0.00007306287,0.0001350661,0.001294358,0.000455409,0.002651849,0.00002371161,0.00008761042,0.0009179165],"genre_scores_gemma":[0.9967208,0.000008549235,0.0001584369,0.001648442,0.0004080765,0.0001393943,0.00003947159,0.00003508888,0.0008417633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005188588,"threshold_uncertainty_score":0.9998641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2659299799","doi":"10.1016/j.obmed.2017.06.002","title":"Effects of sleep deprivation on neurocognitive capacities in obese individuals not qualifying for sleep treatment: A systematic review","year":2017,"lang":"en","type":"review","venue":"Obesity Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Neurocognitive; Medicine; Sleep deprivation; Obstructive sleep apnea; Obesity; Effects of sleep deprivation on cognitive performance; Cognition; Vigilance (psychology); Clinical psychology; Internal medicine; Psychiatry; Psychology","authors":[{"name":"Harunya Sivanesan","is_ca":true},{"name":"Junaid A. Bhatti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1480592434871617,"gpt":0.4273659947957774,"spread":0.2793067513086157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001684557,0.0008138787,0.006186384,0.0007198398,0.0001607372,0.00001468489,0.000566275,0.0006448824,0.00007331045],"category_scores_gemma":[0.004796114,0.0005569224,0.0005995943,0.0003852027,0.0003107318,0.00008157567,0.00004753018,0.000543538,0.0001356376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449424,"about_ca_system_score_gemma":0.00006345152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196164,"about_ca_topic_score_gemma":0.00002762079,"domain_scores_codex":[0.9946698,0.001689192,0.001933305,0.0007554511,0.0004597541,0.0004924884],"domain_scores_gemma":[0.9894015,0.006811772,0.002418226,0.001084763,0.0001501321,0.0001335683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002733284,0.0004398211,0.00004975971,0.7282286,0.001361744,0.00007165901,0.002599263,1.302798e-7,2.369004e-7,0.001048274,0.0002032899,0.2659699],"study_design_scores_gemma":[0.00269411,0.001080075,0.00006088411,0.9767238,0.01357352,0.00001819326,0.0001554857,0.000001185464,0.000007740018,0.00002752752,0.005228987,0.0004284357],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002690174,0.9834158,0.00009573732,0.00009546296,0.0009472446,0.01369069,0.0001055753,0.00005182301,0.00132867],"genre_scores_gemma":[0.002229256,0.9919158,0.00002498796,0.0003837869,0.0002810201,0.004455699,0.0003825987,0.00009425786,0.0002326022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2655415,"threshold_uncertainty_score":0.9996882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987271989","doi":"10.1016/j.obmed.2019.100155","title":"Brain function of the metabolic hormone fibroblast growth factor 21","year":2019,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Diabetes Canada; University Health Network","funders":"Banting and Best Diabetes Centre, University of Toronto","keywords":"Medicine; Hormone; Fibroblast growth factor 23; Fibroblast growth factor; Growth hormone; Endocrinology; Function (biology); Internal medicine; Cell biology; Receptor; Parathyroid hormone; Biology","authors":[{"name":"Yasaman Badakhshi","is_ca":true},{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0089554929651456,"gpt":0.2407189341921135,"spread":0.2317634412269679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002301251,0.0001535524,0.0002349132,0.0000589063,0.00005903143,0.000005106373,0.0003254435,0.0001332841,0.0002909741],"category_scores_gemma":[0.0003356273,0.00009834577,0.00009670648,0.0002304706,0.0001867608,0.000005862679,0.0002069632,0.0001694594,0.00005692123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000116205,"about_ca_system_score_gemma":0.00005513106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008855674,"about_ca_topic_score_gemma":0.00002022903,"domain_scores_codex":[0.9987219,0.0001223815,0.000212531,0.0002939944,0.0003961528,0.000253048],"domain_scores_gemma":[0.9991643,0.00003518461,0.0001017034,0.0004634934,0.0001461545,0.00008914958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009786969,0.000039089,0.02161688,0.00004866207,0.00005190957,2.226246e-7,0.00006281582,0.000002342193,0.9698992,0.0002162551,0.007676738,0.0002880227],"study_design_scores_gemma":[0.00097002,0.0007563579,0.5907204,0.00005299419,0.00001666494,0.000004278134,0.00007692286,0.00001209436,0.3962717,0.00005458251,0.01095581,0.0001081929],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958317,0.0008069182,0.0002064626,0.0009693992,0.0001634188,0.0003214619,0.00001997479,0.00001050901,0.001670119],"genre_scores_gemma":[0.9961114,0.00007522786,0.00002803777,0.0002712879,0.0002541923,0.000004924074,0.00003476983,0.00002072054,0.003199453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736275,"threshold_uncertainty_score":0.4010424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403330223","doi":"10.1016/j.obmed.2024.100560","title":"Three scientists on GLP-1 based obesity drug development are sharing 2024 Lasker-DeBakey Clinical Research Award","year":2024,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Diabetes Canada","funders":"Canadian Institutes of Health Research; Juvenile Diabetes Research Foundation Canada; University of Michigan","keywords":"Medicine; Internal medicine; Drug development; Drug; Pharmacology","authors":[{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1839834449274245,"gpt":0.469044019919007,"spread":0.2850605749915825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00687219,0.000439634,0.0009240901,0.0007587794,0.000694063,0.00005803501,0.0004709817,0.000305098,0.002192922],"category_scores_gemma":[0.0007493527,0.0003272303,0.0002171241,0.001112628,0.0008556049,0.0001163182,0.0003306065,0.001961512,0.002822686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000858454,"about_ca_system_score_gemma":0.000887825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640034,"about_ca_topic_score_gemma":0.0006026673,"domain_scores_codex":[0.9947575,0.0002905652,0.0008246812,0.001433434,0.001724497,0.0009692625],"domain_scores_gemma":[0.9967006,0.001140911,0.00009811784,0.0008341979,0.000360274,0.0008658377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006652821,0.002948493,0.6831708,0.001011115,0.0004821728,0.005458052,0.000648671,0.000008452856,0.0004033672,0.0006261496,0.2980088,0.006568641],"study_design_scores_gemma":[0.004758516,0.0009872717,0.869246,0.004505093,0.0004431744,0.0000787742,0.0001532581,0.001793875,0.004255563,0.0008022804,0.1125963,0.000379857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965616,0.002369367,0.0005127653,0.01937215,0.00383932,0.001090081,0.00001451987,0.0003780694,0.006807738],"genre_scores_gemma":[0.9768292,0.000196413,0.0009267699,0.002388673,0.001578008,0.00008426095,0.0001053055,0.00005852589,0.01783278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860752,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417067193","doi":"10.1016/j.obmed.2025.100674","title":"Factors contributing to non-persistence of glucagon-like peptide-1 agonists: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atlantic Canada Opportunities Agency; University of Alberta","funders":"","keywords":"Obesity; Adverse effect; Public health; Diabetes mellitus; Persistence (discontinuity); Type 2 diabetes","authors":[{"name":"Shania Liu","is_ca":true},{"name":"G Wong","is_ca":true},{"name":"Stephanie C. Gysel","is_ca":true},{"name":"Daniel Burton","is_ca":true},{"name":"Arya M. Sharma","is_ca":true},{"name":"Ross T. Tsuyuki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03610291263204207,"gpt":0.3272913362297538,"spread":0.2911884235977117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006785021,0.0002254209,0.0006206337,0.0002910199,0.0001890147,0.00001661121,0.0001648724,0.0000610224,0.0001867766],"category_scores_gemma":[0.0004017864,0.0001653209,0.0001156608,0.0005418219,0.0001446744,0.00005802914,0.0001759289,0.0001349226,0.00002297783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300308,"about_ca_system_score_gemma":0.00008055107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003670141,"about_ca_topic_score_gemma":0.00006368518,"domain_scores_codex":[0.9981827,0.00003161972,0.0004899211,0.0004035925,0.0004946378,0.0003975284],"domain_scores_gemma":[0.9988673,0.0001598073,0.0001157957,0.0004093755,0.0002742942,0.0001734716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378415,0.0009944063,0.9940981,0.0001634302,0.0004895639,0.00002382796,0.0007436739,0.000006370561,0.000989472,0.0001296245,0.001855487,0.0003682354],"study_design_scores_gemma":[0.004160813,0.001642163,0.9871891,0.0003409559,0.0004316127,9.342422e-7,0.002209486,0.00002790551,0.001431399,0.00002276346,0.002435878,0.0001070053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854422,0.0001326549,0.0004464694,0.000625739,0.0006873745,0.001292423,0.000009676184,0.00006094227,0.01130249],"genre_scores_gemma":[0.9863763,0.000007749644,0.00009130848,0.0006256491,0.0001042384,0.00003460046,0.00005568549,0.00001069062,0.01269373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006908981,"threshold_uncertainty_score":0.6741593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318939396","doi":"10.1016/j.obmed.2023.100479","title":"A retrospective study assessing the effects of bariatric surgery on comorbid conditions and quality of life in obese individuals","year":2023,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; William Osler Health System","funders":"","keywords":"Medicine; GERD; Comorbidity; Diabetes mellitus; Sleep apnea; Obesity; Retrospective cohort study; Weight loss; Obstructive sleep apnea; Surgery; McNemar's test; Quality of life (healthcare); Incidence (geometry); Internal medicine; Reflux; Disease","authors":[{"name":"Kashif Irshad","is_ca":true},{"name":"Ali Hazrati","is_ca":true},{"name":"Nabil Merchant","is_ca":false},{"name":"Ally Auzad","is_ca":false},{"name":"Shannon Pereira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05310108150259617,"gpt":0.3594225679682381,"spread":0.3063214864656419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004461517,0.000166001,0.001204169,0.0006266246,0.000095408,0.000005452133,0.00008276768,0.00009112554,0.00005191067],"category_scores_gemma":[0.01272166,0.0001051764,0.00009848093,0.001804198,0.0002481311,0.00006975204,0.0000704421,0.0003282463,0.000004129311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004923282,"about_ca_system_score_gemma":0.000153223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009404902,"about_ca_topic_score_gemma":0.00005941892,"domain_scores_codex":[0.9974094,0.0007106016,0.0007657223,0.0002639427,0.0006312858,0.0002190679],"domain_scores_gemma":[0.9911218,0.007896605,0.0003571056,0.0003875511,0.0001154547,0.000121527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006306358,0.0006293026,0.9944347,0.0005210873,0.0001340009,0.00004046144,0.002019921,9.587798e-7,0.0004678261,0.0003836979,0.001154719,0.0001502325],"study_design_scores_gemma":[0.002648273,0.0004052891,0.9932116,0.0004868273,0.0002253789,0.000003389089,0.002491176,0.00000907933,0.0001836558,0.0002435993,0.000008535631,0.00008314271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965371,0.0004288252,0.0000041536,0.001452821,0.0003960401,0.0007739877,0.00001027913,0.00004252862,0.0003542776],"genre_scores_gemma":[0.9992207,0.0001994334,0.000006247907,0.0002906852,0.0001429145,0.00002296611,0.00002204407,0.00001258522,0.00008246998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008260146,"threshold_uncertainty_score":0.9955946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115718465","doi":"10.1016/j.obmed.2025.100677","title":"Ketosis or calories: The question of diabetes pseudoremission","year":2025,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Niagara Health System","funders":"","keywords":"Diabetes mellitus; Ketosis; Insulin; MEDLINE; Disease","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01721273985136347,"gpt":0.314761580511761,"spread":0.2975488406603975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695038,0.000119426,0.0004425224,0.00009284015,0.0001041945,0.000002401557,0.00008605586,0.00005973946,0.0001017105],"category_scores_gemma":[0.001061131,0.00005419018,0.00005422034,0.0004005351,0.0003184757,0.00002784566,0.00005431718,0.0001226266,0.000004063742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002245487,"about_ca_system_score_gemma":0.00007007914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982978,"about_ca_topic_score_gemma":0.00003060116,"domain_scores_codex":[0.9991212,0.00004653791,0.0002693481,0.0001476082,0.0002562424,0.0001591],"domain_scores_gemma":[0.9991885,0.0002380021,0.00007579123,0.000269368,0.0001784353,0.00004988078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002525413,0.0002974675,0.7414249,0.0009223502,0.0002179113,0.000005743914,0.001270742,7.629152e-7,0.02572093,0.005465749,0.2098978,0.01452308],"study_design_scores_gemma":[0.001485383,0.0002665693,0.915279,0.001479603,0.0007237431,6.86791e-7,0.0009023283,0.00003807994,0.007750064,0.000795142,0.07120868,0.00007069707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950823,0.003880586,0.0001828433,0.0175285,0.0008425278,0.0003419999,0.000002887916,0.00005945178,0.02633819],"genre_scores_gemma":[0.9821912,0.0005604555,0.0001510791,0.0009007429,0.0003399822,0.00001545502,0.00001250841,0.000006657905,0.01582194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738542,"threshold_uncertainty_score":0.2209811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408818881","doi":"10.1016/j.obmed.2025.100602","title":"Protein phosphatase 6 as an important downstream target of fibroblast growth 21 and its therapeutic analogues in attenuating MASH development","year":2025,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Fibroblast Growth Factor Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Diabetes Canada; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; National Institutes of Health; U.S. Department of Defense","keywords":"Medicine; Downstream (manufacturing); Phosphatase; Cancer research; Fibroblast; Cell biology; Computational biology; Biochemistry; Phosphorylation","authors":[{"name":"Jia Nuo Feng","is_ca":true},{"name":"Qingchun Tong","is_ca":false},{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173997311622596,"gpt":0.2823963897749655,"spread":0.2706564166587396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005240167,0.0001811247,0.0002702273,0.000147687,0.00006135215,0.000008099245,0.0001926166,0.000119131,0.00004568673],"category_scores_gemma":[0.0002887662,0.000150892,0.00002263801,0.0002508693,0.0001378239,0.000009816707,0.0001602151,0.0001425666,0.000002564827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002743696,"about_ca_system_score_gemma":0.0002109058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002131485,"about_ca_topic_score_gemma":0.0002080499,"domain_scores_codex":[0.9985797,0.00009909575,0.0004018225,0.000390469,0.0002393834,0.0002894768],"domain_scores_gemma":[0.9994072,0.00002151824,0.0001028853,0.0002324986,0.0001236796,0.0001121677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001652236,0.0001472727,0.1551116,0.0003658881,0.00006433963,0.00001765812,0.000294243,0.000001943629,0.8420464,0.0005657185,0.00008851413,0.001131196],"study_design_scores_gemma":[0.001099185,0.0006346883,0.1275803,0.0005065408,0.000009478176,0.000005370442,0.0002477082,0.00009955613,0.8689582,0.0002920604,0.0004182795,0.0001486125],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966089,0.002209952,0.0000969988,0.0002971229,0.00002170315,0.0004383603,0.00001717702,0.000008964735,0.0003008057],"genre_scores_gemma":[0.998661,0.00009835872,0.0005402635,0.0001048124,0.00003720592,0.00002800265,0.0002734463,0.00001270159,0.0002441794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02753124,"threshold_uncertainty_score":0.6153198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405404837","doi":"10.1016/j.obmed.2024.100576","title":"Comments on the chronic inflammation hypothesis: From the angle on exploring metabolic function of dietary interventions","year":2024,"lang":"en","type":"article","venue":"Obesity Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Diabetes Canada; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammation; Psychological intervention; Function (biology); Intensive care medicine; Internal medicine; Nursing","authors":[{"name":"Tianru Jin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1462317929120102,"gpt":0.3028397170484415,"spread":0.1566079241364312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002603318,0.0001327404,0.0002292445,0.00007269258,0.0001130358,0.00001160099,0.00008576219,0.00002838148,0.0006939679],"category_scores_gemma":[0.0001197454,0.00006103772,0.0001854272,0.000178956,0.00007669785,0.00006875276,0.000027847,0.0001532145,0.000144394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003038,"about_ca_system_score_gemma":0.00003083026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002389345,"about_ca_topic_score_gemma":0.00004430185,"domain_scores_codex":[0.9990067,0.0001044405,0.0002456873,0.0001856114,0.0003432572,0.0001143058],"domain_scores_gemma":[0.9987417,0.0007230943,0.00006341426,0.0003758662,0.00003703524,0.00005890368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001521144,0.005927802,0.1145023,0.001905185,0.01086265,0.0001994145,0.00967769,0.0001223357,0.009306962,0.04074253,0.09638387,0.7088481],"study_design_scores_gemma":[0.00106695,0.00127812,0.9735767,0.005265913,0.002163572,0.000001066539,0.00058172,0.000150719,0.005234401,0.0007895461,0.009823194,0.00006809498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633172,0.01141799,0.00002697714,0.02302688,0.0005601068,0.0005250932,0.00003168148,0.0000541693,0.00103987],"genre_scores_gemma":[0.9962505,0.001756709,0.000006092966,0.0007367393,0.0008257409,0.0001745507,0.00009588154,0.00001405696,0.0001397857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8590744,"threshold_uncertainty_score":0.7598462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}